Concepedia

Generalization-based Anonymization

Generalization-Based Anonymization is a data anonymization technique that belongs to the class of privacy-preserving methods by altering original data values, specifically distinguished by replacing specific attribute values with broader, less precise categorical ranges to prevent identity disclosure while maintaining data utility.

80

Publications

6.3K

Citations

201

Authors

106

Institutions

Publications per year

2017–2026

22

Parents

Publications

80

ACHIEVING k-ANONYMITY PRIVACY PROTECTION USING GENERALIZATION AND SUPPRESSION

Latanya Sweeney · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 2002 · 2K citations

, , +16

Personalized privacy preservation

Xiaokui Xiao, Yufei Tao · 2006 · 666 citations

, , +16

Aggregate Query Answering on Anonymized Tables

Qing Zhang, Nick Koudas, Divesh Srivastava et al. · 2007 · 361 citations

, , +17

Privacy-preserving anonymization of set-valued data

Manolis Terrovitis, Nikos Mamoulis, Panos Kalnis · Proceedings of the VLDB Endowment · 2008 · 325 citations

, , +17

A Scalable Two-Phase Top-Down Specialization Approach for Data Anonymization Using MapReduce on Cloud

Xuyun Zhang, Laurence T. Yang, Chang Liu et al. · IEEE Transactions on Parallel and Distributed Systems · 2013 · 241 citations

, , +17

1–5 of 80

Authors

201

  1. XZ
    Xuyun Zhang

    Nanjing University, China

    4 publications · 517 citations

    4

    h-index

  2. NM
    Nikos Mamoulis

    University of Hong Kong, Hong Kong SAR China

    4 publications · 492 citations

    4

    h-index

  3. JC
    Jinjun Chen

    Swinburne University of Technology, Australia

    4 publications · 517 citations

    4

    h-index

  4. XX
    Xiaokui Xiao

    Nanyang Technological University, Singapore

    4 publications · 833 citations

    4

    h-index

  5. YT
    Yufei Tao

    Chinese University of Hong Kong, Hong Kong SAR China

    4 publications · 833 citations

    4

    h-index

1–5 of 201

Institutions

106

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    10 publications

    597 citations

  2. University of Technology Sydney

    Sydney, Australia

    4 h-index

    16 publications

    2.1K citations

  3. National University of Singapore

    Singapore, Singapore

    4 h-index

    7 publications

    670 citations

  4. AT&T (United States)

    Bedminster, United States

    3 h-index

    4 publications

    488 citations

  5. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    3 h-index

    3 publications

    276 citations

  6. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    7 publications

    888 citations

  7. Mohammed V University

    Rabat, Morocco

    3 h-index

    6 publications

    104 citations

  8. University of Toronto

    Toronto, Canada

    3 h-index

    3 publications

    406 citations

1–8 of 106

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 6 publications · 386 citations

    6

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 5 publications · 721 citations

    5

    h-index

  3. BMC Medical Informatics and Decision Making

    2 publications · 88 citations

    2

    h-index

  4. ACM Transactions on Database Systems

    TODS · 2 publications · 90 citations

    2

    h-index

  5. Journal of Computer Science and Technology

    1 publications · 11 citations

    1

    h-index

1–5